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Image and Signal Processing

9th International Conference, ICISP 2020, Marrakesh, Morocco, June 4–6, 2020, Proceedings

  • Conference proceedings
  • © 2020

Overview

Editors:
  1. Abderrahim El Moataz

    1. GREYC, University of Caen Normandie, Caen, France

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  2. Driss Mammass

    1. IRF-SIC, Faculty of Sciences, Ibn Zohr University, Agadir, Morocco

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  3. Alamin Mansouri

    1. ImViA, University of Burgundy, Dijon, France

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  4. Fathallah Nouboud

    1. Math - Info, University of Quebec, Trois-Rivières, Canada

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 12119)

Part of the book sub series: Image Processing, Computer Vision, Pattern Recognition, and Graphics (LNIP)

Included in the following conference series:

Conference proceedings info: ICISP 2020.

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About this book

This volume constitutes the refereed proceedings of the 9th International Conference on Image and Signal Processing, ICISP 2020, which was due to be held in Marrakesh, Morocco, in June 2020. The conference was cancelled due to the COVID-19 pandemic.


The 40 revised full papers were carefully reviewed and selected from 84 submissions. The contributions presented in this volume were organized in the following  topical sections: digital cultural heritage & color and spectral imaging; data and image processing for precision agriculture; machine learning application and innovation; biomedical imaging; deep learning and applications; pattern recognition; segmentation and retrieval; mathematical imaging & signal processing.

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Table of contents (40 papers)

  1. Front Matter

    Pages i-xiv
    Download chapter PDF

  2. Digital Cultural Heritage and Color and Spectral Imaging

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. Approach to Analysis the Surface Geometry Change in Cultural Heritage Objects

      • Sunita Saha, Piotr Foryś, Jacek Martusewicz, Robert Sitnik
      Pages 3-13

    3. Towards the Tactile Discovery of Cultural Heritage with Multi-approach Segmentation

      • Ali Souradi, Christele Lecomte, Katerine Romeo, Simon Gay, Marc-Aurele Riviere, Abderrahim El Moataz et al.
      Pages 14-23

    4. Use of Imaging Techniques as a Support for the Preventive Conservation Strategy of Wall Paintings: Application to the Medieval Decors of the Château de Germolles

      • Christian Degrigny, Frank Boochs, Laura Raddatz, Jonas Veller, Carina Justus, Matthieu Pinette
      Pages 24-34

    5. Multispectral Dynamic Codebook and Fusion Strategy for Moving Objects Detection

      • Rongrong Liu, Yassine Ruichek, Mohammed El Bagdouri
      Pages 35-43

    6. A Spectral Hazy Image Database

      • Jessica El Khoury, Jean-Baptiste Thomas, Alamin Mansouri
      Pages 44-53

    7. A Bottom-Up Approach for Pig Skeleton Extraction Using RGB Data

      • Akif Quddus Khan, Salman Khan, Mohib Ullah, Faouzi Alaya Cheikh
      Pages 54-61

  3. Data and Image Processing for Precision Agriculture

    1. Front Matter

      Pages 63-63
      Download chapter PDF

    2. Deep Transfer Learning Models for Tomato Disease Detection

      • Maryam Ouhami, Youssef Es-Saady, Mohamed El Hajji, Adel Hafiane, Raphael Canals, Mostafa El Yassa
      Pages 65-73

    3. Machine Learning-Based Classification of Powdery Mildew Severity on Melon Leaves

      • Mouad Zine El Abidine, Sabine Merdinoglu-Wiedemann, Pejman Rasti, Helin Dutagaci, David Rousseau
      Pages 74-81

    4. Vine Disease Detection by Deep Learning Method Combined with 3D Depth Information

      • Mohamed Kerkech, Adel Hafiane, Raphael Canals, Frederic Ros
      Pages 82-90

    5. A Random Forest-Cellular Automata Modeling Approach to Predict Future Forest Cover Change in Middle Atlas Morocco, Under Anthropic, Biotic and Abiotic Parameters

      • Anass Legdou, Hassan Chafik, Aouatif Amine, Said Lahssini, Mohamed Berrada
      Pages 91-100

  4. Machine Learning Application and Innovation

    1. Front Matter

      Pages 101-101
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    2. Incep-EEGNet: A ConvNet for Motor Imagery Decoding

      • Mouad Riyad, Mohammed Khalil, Abdellah Adib
      Pages 103-111

    3. Fuzzy-Based Approach for Assessing Traffic Congestion in Urban Areas

      • Sara Berrouk, Abdelaziz El Fazziki, Mohammed Sadgal
      Pages 112-121

    4. Big Data and Reality Mining in Healthcare: Promise and Potential

      • Hiba Asri, Hajar Mousannif, Hassan Al Moatassime, Jihad Zahir
      Pages 122-129

    5. A Dataset to Support Sexist Content Detection in Arabic Text

      • Oumayma El Ansari, Zahir Jihad, Mousannif Hajar
      Pages 130-137

    6. Multistage Deep Neural Network Framework for People Detection and Localization Using Fusion of Visible and Thermal Images

      • Bushra Khalid, Muhammad Usman Akram, Asad Mansoor Khan
      Pages 138-147

  5. Biomedical Imaging

    1. Front Matter

      Pages 149-149
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Other volumes

  1. Image and Signal Processing

Editors and Affiliations

  • GREYC, University of Caen Normandie, Caen, France

    Abderrahim El Moataz

  • IRF-SIC, Faculty of Sciences, Ibn Zohr University, Agadir, Morocco

    Driss Mammass

  • ImViA, University of Burgundy, Dijon, France

    Alamin Mansouri

  • Math - Info, University of Quebec, Trois-Rivières, Canada

    Fathallah Nouboud

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